Search results

Bug: Fix ineffective max_norm constraint in EEGNetModel

Status: Open.

#70 In KN-Neuron/motor-imagery-AI;

· GrzegorzSzczepanek opened on Apr 18, 2026

Check our solution on different dataset.

Status: Open.

#69 In KN-Neuron/motor-imagery-AI;

· GrzegorzSzczepanek opened on Apr 15, 2026

Resample 250 Hz + fine-tune na wlasnych danych z BrainAccess MIDI

brainaccessBrainAccess MIDI hardware integrationBrainAccess MIDI hardware integration

enhancementNew feature or requestNew feature or request

Status: Open.

#68 In KN-Neuron/motor-imagery-AI;

· GrzegorzSzczepanek opened on Apr 14, 2026

BCI-Illiterate subjects — full result analysis

analysisStatistical & result analysisStatistical & result analysis

enhancementNew feature or requestNew feature or request

Status: Open.

#67 In KN-Neuron/motor-imagery-AI;

· GrzegorzSzczepanek opened on Apr 14, 2026

Channel mapping PhysioNet->MIDI + sferyczna interpolacja brakujacych

brainaccessBrainAccess MIDI hardware integrationBrainAccess MIDI hardware integration

enhancementNew feature or requestNew feature or request

Status: Open.

#66 In KN-Neuron/motor-imagery-AI;

· GrzegorzSzczepanek opened on Apr 14, 2026

Retrain EEGNet na 16ch subset (BrainAccess MIDI channels) z PhysioNet

brainaccessBrainAccess MIDI hardware integrationBrainAccess MIDI hardware integration

enhancementNew feature or requestNew feature or request

Status: Open.

#65 In KN-Neuron/motor-imagery-AI;

· GrzegorzSzczepanek opened on Apr 14, 2026

Channel comparison: MI channels vs all channels vs non-MI channels

enhancementNew feature or requestNew feature or request

experimentAblation studies & comparisonsAblation studies & comparisons

Status: Open.

#64 In KN-Neuron/motor-imagery-AI;

· GrzegorzSzczepanek opened on Apr 14, 2026

Blink trigger (real-time app)

deploymentReal-time / inference / appReal-time / inference / app

enhancementNew feature or requestNew feature or request

Status: Open.

#63 In KN-Neuron/motor-imagery-AI;

· GrzegorzSzczepanek opened on Apr 14, 2026

Statistical analysis (p-values between approaches)

analysisStatistical & result analysisStatistical & result analysis

enhancementNew feature or requestNew feature or request

Status: Open.

#62 In KN-Neuron/motor-imagery-AI;

· GrzegorzSzczepanek opened on Apr 14, 2026

Generative models approach — full pipeline

enhancementNew feature or requestNew feature or request

generativeGenerative models (GAN, VAE, AE)Generative models (GAN, VAE, AE)

Status: Open.

#61 In KN-Neuron/motor-imagery-AI;

· GrzegorzSzczepanek opened on Apr 14, 2026

64ch vs 21ch comparison (best combos head-to-head, same preprocessing)

enhancementNew feature or requestNew feature or request

experimentAblation studies & comparisonsAblation studies & comparisons

Status: Open.

#60 In KN-Neuron/motor-imagery-AI;

· GrzegorzSzczepanek opened on Apr 14, 2026

Full joint grid search on 64 channels (preprocessing x all models)

enhancementNew feature or requestNew feature or request

experimentAblation studies & comparisonsAblation studies & comparisons

Status: Open.

#59 In KN-Neuron/motor-imagery-AI;

· GrzegorzSzczepanek opened on Apr 14, 2026